Javier Martínez

Javier Martínez

Universidade de Vigo

H-index: 24

Europe-Spain

About Javier Martínez

Javier Martínez, With an exceptional h-index of 24 and a recent h-index of 20 (since 2020), a distinguished researcher at Universidade de Vigo, specializes in the field of Neural Network, Functional Annalysis, Outliers, Image Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Robust optimization of heat-transfer-enhancing microtextured surfaces based on machine learning surrogate models

Use of Optimised LSTM Neural Networks Pre-Trained With Synthetic Data to Estimate PV Generation

Impact of artificial intelligence on assessment methods in primary and secondary education: Systematic literature review

Deep learning applied to detection of the vulnerable atherosclerotic plaque

Proof of concept of the potential of a machine learning algorithm to extract new information from conventional SARS-CoV-2 rRT-PCR results

Tourism-Related Placeness Feature Extraction From Social Media Data Using Machine Learning Models

Data-driven prediction of the performance of enhanced surfaces from an extensive CFD-generated parametric search space

Estimating mobility of tourists. New Twitter-based procedure

Javier Martínez Information

University

Position

___

Citations(all)

1662

Citations(since 2020)

1153

Cited By

859

hIndex(all)

24

hIndex(since 2020)

20

i10Index(all)

42

i10Index(since 2020)

32

Email

University Profile Page

Universidade de Vigo

Google Scholar

View Google Scholar Profile

Javier Martínez Skills & Research Interests

Neural Network

Functional Annalysis

Outliers

Image Processing

Top articles of Javier Martínez

Title

Journal

Author(s)

Publication Date

Robust optimization of heat-transfer-enhancing microtextured surfaces based on machine learning surrogate models

International Communications in Heat and Mass Transfer

A Larrañaga

J Martínez

JL Míguez

J Porteiro

2024/2/1

Use of Optimised LSTM Neural Networks Pre-Trained With Synthetic Data to Estimate PV Generation

Miguel Martínez-Comesaña

Javier Martínez-Torres

Pablo Eguía-Oller

Javier López-Gómez

2023

Impact of artificial intelligence on assessment methods in primary and secondary education: Systematic literature review

Miguel Martínez-Comesaña

Xurxo Rigueira-Díaz

Ana Larranaga-Janeiro

Javier Martínez-Torres

Iago Ocarranza-Prado

...

2023/6/15

Deep learning applied to detection of the vulnerable atherosclerotic plaque

M Cilla

J Martínez

MA Martínez

E Peña

2023/1/1

Proof of concept of the potential of a machine learning algorithm to extract new information from conventional SARS-CoV-2 rRT-PCR results

Scientific Reports

Jorge Cabrera Alvargonzález

Ana Larrañaga Janeiro

Sonia Pérez Castro

Javier Martínez Torres

Lucía Martínez Lamas

...

2023/5/13

Tourism-Related Placeness Feature Extraction From Social Media Data Using Machine Learning Models

Pedro Muñoz

E Doñaque

A Larrañaga

Javier Martínez Torres

2023

Data-driven prediction of the performance of enhanced surfaces from an extensive CFD-generated parametric search space

Machine Learning: Science and Technology

A Larrañaga

Steven L Brunton

J Martínez

S Chapela

Jacobo Porteiro

2023/4/21

Estimating mobility of tourists. New Twitter-based procedure

Heliyon

Pilar Muñoz-Dueñas

Miguel Martínez-Comesaña

Javier Martínez-Torres

Guillermo Bastos-Costas

2023/2/1

Optimisation of LSTM neural networks with NSGA-II and FDA for PV installations characterisation

Engineering Applications of Artificial Intelligence

Miguel Martínez-Comesaña

Javier Martínez-Torres

Pablo Eguía-Oller

2023/11/1

Semi-Automatic 3D Reconstruction of Atheroma Plaques from Intravascular Ultrasound Images Using an ad-hoc Algorithm

Mathematics

Javier Martínez

Daniel Pérez-Palau

Myriam Cilla

Neus Garrido

Ana Larrañaga

...

2023/1/19

Impacto de la inteligencia artificial en los métodos de evaluación en la educación primaria y secundaria: revisión sistemática de la literatura

Miguel Martínez-Comesaña

Xurxo Rigueira-Díaz

Ana Larrañaga-Janeiro

Javier Martínez-Torres

Iago Ocarranza-Prado

...

2023/7/12

Functional Data Analysis for the Detection of Outliers and Study of the Effects of the COVID-19 Pandemic on Air Quality: A Case Study in Gijón, Spain

Mathematics

Xurxo Rigueira

María Araújo

Javier Martínez

Paulino José García-Nieto

Iago Ocarranza

2022/1

Obtaining anti-missile decoy launch solution from a ship using machine learning techniques

Ramón Touza

Javier Martínez Torres

María Álvarez

Javier Roca

2022

Prediction Model for Physical Activity Level in Primary School Students

International journal of environmental research and public health

Myriam Alvariñas-Villaverde

Javier Martínez-Torres

Belén Toja-Reboredo

Miguel González-Valeiro

2022/3/4

Optimisation of thermal comfort and indoor air quality estimations applied to in-use buildings combining NSGA-III and XGBoost

Sustainable Cities and Society

Miguel Martínez-Comesaña

Pablo Eguía-Oller

Javier Martínez-Torres

Lara Febrero-Garrido

Enrique Granada-Álvarez

2022/5/1

Impact of new systemic therapies in overall survival in non-metastatic castration resistant prostate cancer: systematic review and meta-analysis

Alejo Rodriguez-Vida

Andrés Rodríguez-Alonso

Eduardo Useros-Rodríguez

Fernando Lopez-Campos

Oscar Amor-Carro

...

2022/4/1

Hybrid optimization routing management for autonomous underwater vehicle in the internet of underwater things

Earth Science Informatics

Y. Harold Robinson

S. Vimal

E. Golden Julie

Manju Khari

Christopher Expósito-Izquierdo

...

2021

The application of artificial intelligence in project management research: A review

Jesús Gil

Javier Martinez Torres

Rubén González-Crespo

2021

Automatic Image Characterization of Psoriasis Lesions

Mathematics

Javier Martínez-Torres

Alicia Silva Piñeiro

Álvaro Alesanco

Ignacio Pérez-Rey

José García

2021/1

Simulation of wind speeds with spatio-temporal correlation

Applied Sciences

Moisés Cordeiro-Costas

Daniel Villanueva

Andrés E Feijóo-Lorenzo

Javier Martínez-Torres

2021/1

See List of Professors in Javier Martínez University(Universidade de Vigo)

Co-Authors

H-index: 41
Aonghus McNabola

Aonghus McNabola

Trinity College

H-index: 38
Fernando Sánchez Lasheras (ORCID: 0000-0002-7052-2811)

Fernando Sánchez Lasheras (ORCID: 0000-0002-7052-2811)

Universidad de Oviedo

H-index: 36
Francisco Javier De Cos Juez

Francisco Javier De Cos Juez

Universidad de Oviedo

H-index: 35
Leandro R. Alejano

Leandro R. Alejano

Universidade de Vigo

H-index: 29
Ofélia Anjos

Ofélia Anjos

Instituto Politécnico de Castelo Branco

H-index: 26
José M. Matías

José M. Matías

Universidade de Vigo

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